Pith. sign in
Pith Number

pith:FKYLUFS7

pith:2026:FKYLUFS7BAQIH4KDZCNUHWMDX6
not attested not anchored not stored refs pending

Are We Ready for AI-Driven Discovery? AI Verification Before the Next Fundamental Physics Breakthrough

Gaia Grosso, Lukas Heinrich, Vinicius Mikuni

arxiv:2607.10039 v1 · 2026-07-10 · physics.data-an · cs.LG · hep-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FKYLUFS7BAQIH4KDZCNUHWMDX6}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-14T00:18:48.906616Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2ab0ba165f082083f143c89b43d983bfa948b1f5de0bf0ca312c8f69f5c77af1

Aliases

arxiv: 2607.10039 · arxiv_version: 2607.10039v1 · doi: 10.48550/arxiv.2607.10039 · pith_short_12: FKYLUFS7BAQI · pith_short_16: FKYLUFS7BAQIH4KD · pith_short_8: FKYLUFS7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FKYLUFS7BAQIH4KDZCNUHWMDX6 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 2ab0ba165f082083f143c89b43d983bfa948b1f5de0bf0ca312c8f69f5c77af1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f33cd8f16ef1280ea139826686ca407a2c89f66a9783c03faed8ab011174bfdf",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.data-an",
    "submitted_at": "2026-07-10T23:45:28Z",
    "title_canon_sha256": "9435b8067196cbe078cb25ad1b2fab6053796d5bfd52808656683114829b9818"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.10039",
    "kind": "arxiv",
    "version": 1
  }
}